in software and architecture
AI Systems Architecture
AI Systems Architect for Complex Enterprise Platforms
I design and deliver AI-enabled systems, agent platforms, and enterprise software that work in real-world environments: scalable, practical, and built for long-term use.
30+ years delivering complex systems across universities, government, finance, mining, research, and commercial organisations.
Prefer email first? Send your project in 3 bullet points.
experience across complex environments
architecture grounded in implementation reality
from strategy through delivery oversight
Service Pillars
How I Can HelpAI Systems Architecture
Design of AI-enabled platforms, agent systems, knowledge-grounded workflows, multi-model architectures, and implementation planning.
Enterprise Architecture & Modernisation
Solution architecture, target-state design, legacy modernisation, integration planning, and architecture governance.
Delivery Leadership
Technical direction, delivery planning, vendor coordination, team mentoring, and implementation oversight.
Fractional CTO / Advisory Support
Senior technical leadership for organisations needing experienced guidance without full-time overhead.
Specialist offering: AI Governance and Auditing for risk controls, assurance, and production oversight.
Featured Platform: Project TARA
Platform ProofProject TARA is an AI orchestration platform designed for real operational use. It supports AI-enabled workflows, knowledge-grounded systems, integrations, role-based access, and staged rollout across education, health, research, and adjacent domains.
Workflow orchestration
Integrations and API controls
Knowledge and content grounding
Access, security, and oversight
Agent and persona workflows
Delivery support
TARA Module View
Workflows
Integrations
Knowledge
Access Control
Agent Flows
Delivery
Selected Outcomes
Proof BlocksUniversity AI Agent Platform
Context: University programs requiring practical AI support across learning and research workflows.
Designed and delivered: AI-enabled platform architecture for intelligent tutors, research assistants, and analytics workflows using a flexible multi-model approach.
Practical outcome: A scalable foundation for staged rollout and broader platform adoption.
Related platform: Project TARAEnterprise and Government Architecture
Context: Complex public and commercial environments managing legacy constraints and delivery pressure.
Designed and delivered: Architecture reviews, modernisation direction, and integration planning aligned to operational realities.
Practical outcome: Clear target-state decisions with lower implementation risk and better delivery confidence.
Mining and Operational Systems
Context: Operational settings needing reliable planning, analytics, safety, and execution support.
Designed and delivered: Architecture and delivery of specialised operational platforms and integration pathways.
Practical outcome: Improved operational visibility and dependable systems in high-consequence environments.
Experience
Career Snapshot
Principal Consultant | AI Systems Architecture & Enterprise Platforms
Supporting organisations with AI platform design, enterprise architecture, modernisation strategy, and delivery leadership.
Chief Technology Officer / Enterprise Architect
Founded and led delivery of enterprise software, cloud platforms, and AI-enabled systems across universities, government, mining, finance, research, and commercial sectors.
Solution Architect
Led architecture and integration for critical operational environments during a major mining-asset transition.
Enterprise / Solution Architect
Delivered architecture assessments, modernisation recommendations, and strategic technology roadmaps.
Why Organisations Work With Me
Leadership and ExecutionI bring senior architectural thinking, practical delivery experience, and direct engagement from strategy through implementation. My focus is on helping organisations make sound technical decisions, design systems that scale, and move from concept to operational reality with clarity and confidence.
- 30+ years of delivery across complex domains
- Direct senior involvement, not delegated handoffs
- Architecture grounded in implementation reality
- Practical AI experience beyond experimentation
- Strong alignment between strategy, delivery, and outcomes
- Clear technical direction for leadership stakeholders
Best Fit Clients
Primary Audience- Organisations introducing AI into operations or service delivery
- Teams building complex platforms that need strong architecture
- Universities and research groups designing domain-specific AI systems
- Businesses modernising legacy platforms with minimal disruption
- Programs needing senior technical leadership, architecture, and delivery oversight
- Leaders making high-impact platform and delivery decisions
Client Feedback
Testimonials"Steve has a real focus on understanding our business requirements and providing practical software solutions to deliver on our outcomes."
Rodney Bedgood, Magman Mining Software
"Steve is responsive, agile, and highly professional. He consistently goes above and beyond on every project."
Genevieve Healy, The University of Queensland
"Steve delivers the highest quality product and service at a reasonable cost and gets projects from concept to commercial reality quickly."
Jared Mann, Trading Software Pty Ltd
Simple Engagement Process
From Brief to DeliveryArchitecture Discovery
Clarify outcomes, constraints, and current-state dependencies with leadership and delivery stakeholders.
Platform and Delivery Plan
Define architecture, sequencing, and governance for practical implementation.
Execution Oversight
Provide direct technical leadership, vendor alignment, and delivery guidance through rollout.
Start a Conversation
AI Systems Architecture & Enterprise DeliveryIf you are planning an AI-enabled platform, modernising legacy software, or need senior architecture leadership for a complex initiative, start with a direct conversation.
You will leave with clear next-step options, major risks, and a practical delivery path aligned to your organisation.